Cable MSO Update: RiskView® Cost-Savings Case Study Outage Risk Analytics Robert Cruickshank CEO & CTO [email protected] om (703) 568-8379
Dec 27, 2015
Cable MSO Update: RiskView® Cost-Savings Case Study
Outage Risk Analytics
Robert Cruickshank
CEO & CTO
(703) 568-8379
Characteristics of a hidden issue include:
Small and intermittent Below real-time thresholds Not detected right away Add up in cost over time Get worse and become larger
Some issues - even after fixes - remain problematic & costly
Key Outcomes: Cost-savings analysis reveals “death by a thousand paper cuts” Proactively identifying issues saves money on calls and maintenance The longer an issue persists, the more voluntary disconnects result A key attribute of RV is its ability to identify incidents that lead to voluntary disconnects
RiskView Cost Savings
Hidden issues often last for days, resulting in a snowballing effect of voluntary disconnects.
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Correlation and Risk Concentration Analysis™ enables RV to find issues that are otherwise hidden.
MSO Case Study
Parameters of Blind Comparison Study by Maintenance Department
• 1,000,000 subs in Region | 35,000 HFC miles | 180 technicians | 15 supervisors | 4 managers | 1 director
• 7,500 nodes in 3,000 DOCSIS Serving Groups (combinations of nodes)
Hypothesis
• [operating cost without Automation – operating cost with Automation] = Quantifiable Savings
Study Groups
• Control Group = Business as Usual (BAU)
• Test Group = RiskView (RV) Outage Risk Analytics
Goals
• Minimize downtime of the “operating assets”
To enhance customer satisfaction while lowering care and support costs
• Monitor maintenance activity for its effectiveness
Earlier detection helps in solving chronic problems thereby reducing disconnects
Departments Impacted by Control Group Discovered Issues
• Service Department focuses on Non-Area Issues
• Maintenance Department focuses on Area issues
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Call Center Connectivity Calls & Repeats
Field Service e.g., ARRIS WorkAssure TC = Service Calls & Repeats EC = Refer to Maintenance DI = Voluntary Disconnects Biz/Residential, 1/2/3 Services
Maintenance Activity Planned, Demand
Telemetry e.g., ARRIS SAA Hourly Degraded CMs US/DS Errors/SNR/Power/Util On/Offline, Node Combining Find & Fix More Issues,
Reduce Calls, TCs, Disconnects
Field Activity
Failed Telemetry
Connectivity Calls
Systematically Correlate Multiple Inputs Over Time
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Transaction Analytics
Problem Period: Any event which had a Reputational Cost of more than 15 transactions on a given day and stayed above 10 transactions for two days.
Reputational Cost: A dimensionless number that quantifies the potential effects on the reputation of the MSO among customers owing to the persistent problems in the network. It is represented by the following formula:
Call + 2*TC + RepTC + 3*EC + 2*DI + CHG + TRB + Fluctuating Levels + DnErr + UpErr
90-day Summary: Total problem periods identified by RV: 4,208 38% of these problem periods had BAU activity
RV identified 6% of problem periods before BAU did
Transactions Conn Calls TCs ECs DIs
Study Period 345,602 121,914 11,048 68,834
Problem Period 139,748 17,086 2,308 5,801
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Problem Period Example with Savings
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Model assumption: Early detection by RiskView saves 50% of the eventual cost.
A Serving Group with 8 Problem Periods
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Problem
period
Finding: Reputational cost of 15 is a reliable early warning indicator.
Accumulation of Problem Periods – 90 days
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15% of Problem Periods last 4 days or longer.
Total Problem Periods: 4,108
Disconnects – 90 Days
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Total Disconnects: 68,834
Total Problem Periods: 4,208
• The average number of voluntary disconnects steadily rise with the rise in the duration of problem period.
• With early detection, an operator can save on voluntary disconnects by fixing the problems in time.
Transactional Savings Impact on P&L (Proforma)
Maintenance Department: Additional Work 16K Preventative Maintenance Actions Created
-4K Saved EC Tasks/year
= 12K Net New Preventative Maintenance Actions/year
$1.2M Cost due to additional Tasks @ $100 each
Service Department: Reduce Contractor Head Count Approx. 50% of Installs performed by Contractors @ $60.00 As TCs are reduced, Staff do “would be contracted” installs
$900K Saved 15K TCs/year @ $60
$360K Saved 6K Disconnects/year @ $60
Call Center: Reduce Capacity with normal attrition $320K Saved 40K Calls/year @ $8
Savings: $380K net per year for 1m subscribers